The air conditioning blasted cold air, yet Maria felt a prickle of sweat run down her spine. The words on the screen blurred, then re-formed, each syllable a blow. "No match found for either parent." The photograph she kept on her desk, of her and her parents beaming, now seemed a cruel illusion. She picked it up, her fingers tracing the faces, feeling an alien emptiness where love and familiarity used to reside. She felt a profound sense of being unmoored, as if the ground beneath her had vanished, leaving her suspended in a void. She let out a small sob, a choked sound in the otherwise quiet office.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255